Maciej Szelazek

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Expert Knowledge

Visual Patterns

Agglomerative Hierarchical

Industrial Process

Top Venues

ECAI Workshops (2)

Expert Syst. J. Knowl. Eng.

Publications

Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
Semantic data mining-based decision support for quality assessment in steel industry. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
Improving Understandability of Explanations with a Usage of Expert Knowledge. ECAI Workshops (2) (2023)
Szymon Bobek, Slawomir Nowaczyk, João Gama, Sepideh Pashami, Rita P. Ribeiro, Zahra Taghiyarrenani, Bruno Veloso, Lala H. Rajaoarisoa, Maciej Szelazek, Grzegorz J. Nalepa
Why Industry 5.0 Needs XAI 2.0? xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Maciej Szelazek, Dan Hudson, Szymon Bobek, Grzegorz J. Nalepa, Martin Atzmueller
Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery. DSAA (2023)
Iwona Grabska-Gradzinska, Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
Visual Patterns in an Interactive App for Analysis Based on Control Charts and SHAP Values. ECAI Workshops (2) (2023)
Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
Poster: Application of knowledge transfer to ML-based Quality Decision Support practice in the steel manufacturing process. CHItaly (2023)
Szymon Bobek, Michal Kuk, Maciej Szelazek, Grzegorz J. Nalepa
Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes. IEEE Access 10 (2022)
Szymon Bobek, Magdalena M. Tragarz, Maciej Szelazek, Grzegorz J. Nalepa
Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset. ICAISC (2) (2020)
Krzysztof Kutt, Dominika Drazyk, Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. CoRR (2020)
Maciej Szelazek, Szymon Bobek, Antonio González-Pardo, Grzegorz J. Nalepa
Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results. IDEAL (1) (2020)